Multilayer GMDH-neuro-fuzzy network based on extended neo-fuzzy neurons and its application in online facial expression recognition

Multilayer GMDH-neuro-fuzzy network based on extended neo-fuzzy neurons and its application in online facial expression recognition

Real-time image recognition is required in many important practical problems. Interaction with users in online mode requires flexibility and adaptability from applications. The Group Method of Data Handling (GMDH) allows changing the model structure and adjusting the system architecture to the chara...

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Bibliographic Details
Main Authors: Yevgeniy V. Bodyanskiy, Yuriy P. Zaychenko, Galib Hamidov, Nonna Ye. Kulishova
Format: Article
Language:Ukrainian
Published: Igor Sikorsky Kyiv Polytechnic Institute 2020-12-01
Series:Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï
Subjects:
Group Method of Data Handling
extended neo-fuzzy neuron
online image recognition
facial expression recognition
Online Access:http://journal.iasa.kpi.ua/article/view/221271

Internet

http://journal.iasa.kpi.ua/article/view/221271

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